The doctor’s office felt oppressively bright, the sterile white walls amplifying the throbbing in his temples. David stared at the man across from him, who calmly but firmly reiterated the facts. The DNA results, the adoption records, the undeniable truth. He hadn’t felt the faintest connection to his life in years. Now, this.

His palms were clammy, his grip on the armrests tightening. He wanted to argue, to deny it, but the doctor's words were so precise, so factual. He felt his face heat up, a flush spreading across his cheeks. He could feel his heart hammering against his ribs.

He stood abruptly, knocking over a water glass. "I need some air," he choked out, ignoring the concerned look on the doctor's face, and hurried out of the office.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205